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<!-- ==================== CLASS DESCRIPTION ==================== -->
<h1 class="epydoc">Class Reliability_indicator</h1><p class="nomargin-top"><span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator">source&nbsp;code</a></span></p>
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<p>this class is abstract and represents</p>

<!-- ==================== INSTANCE METHODS ==================== -->
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      <span class="summary-type">&nbsp;</span>
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          <td><span class="summary-sig"><a href="src.processing.reliability_indicator.Reliability_indicator-class.html#__init__" class="summary-sig-name">__init__</a>(<span class="summary-sig-arg">self</span>,
        <span class="summary-sig-arg">data</span>,
        <span class="summary-sig-arg">timeseries</span>=<span class="summary-sig-default">None</span>)</span></td>
          <td align="right" valign="top">
            <span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator.__init__">source&nbsp;code</a></span>
            
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      <span class="summary-type">&nbsp;</span>
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          <td><span class="summary-sig"><a name="get_timeseries"></a><span class="summary-sig-name">get_timeseries</span>(<span class="summary-sig-arg">self</span>)</span></td>
          <td align="right" valign="top">
            <span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator.get_timeseries">source&nbsp;code</a></span>
            
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      <span class="summary-type">&nbsp;</span>
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      <table width="100%" cellpadding="0" cellspacing="0" border="0">
        <tr>
          <td><span class="summary-sig"><a name="set_timeseries"></a><span class="summary-sig-name">set_timeseries</span>(<span class="summary-sig-arg">self</span>,
        <span class="summary-sig-arg">value</span>)</span></td>
          <td align="right" valign="top">
            <span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator.set_timeseries">source&nbsp;code</a></span>
            
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      <span class="summary-type">&nbsp;</span>
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      <table width="100%" cellpadding="0" cellspacing="0" border="0">
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          <td><span class="summary-sig"><a name="del_timeseries"></a><span class="summary-sig-name">del_timeseries</span>(<span class="summary-sig-arg">self</span>)</span></td>
          <td align="right" valign="top">
            <span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator.del_timeseries">source&nbsp;code</a></span>
            
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    <td width="15%" align="right" valign="top" class="summary">
      <span class="summary-type">&nbsp;</span>
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          <td><span class="summary-sig"><a href="src.processing.reliability_indicator.Reliability_indicator-class.html#_calc_var_from_data" class="summary-sig-name" onclick="show_private();">_calc_var_from_data</a>(<span class="summary-sig-arg">self</span>,
        <span class="summary-sig-arg">attribute</span>)</span><br />
      calculates the variance for the given attribute</td>
          <td align="right" valign="top">
            <span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator._calc_var_from_data">source&nbsp;code</a></span>
            
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          <td><span class="summary-sig"><a href="src.processing.reliability_indicator.Reliability_indicator-class.html#_calc_var" class="summary-sig-name" onclick="show_private();">_calc_var</a>(<span class="summary-sig-arg">self</span>,
        <span class="summary-sig-arg">values</span>)</span><br />
      calculates the variance for a given list of numeric values</td>
          <td align="right" valign="top">
            <span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator._calc_var">source&nbsp;code</a></span>
            
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    <td width="15%" align="right" valign="top" class="summary">
      <span class="summary-type">&nbsp;</span>
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          <td><span class="summary-sig"><a href="src.processing.reliability_indicator.Reliability_indicator-class.html#_calc_average_from_data" class="summary-sig-name" onclick="show_private();">_calc_average_from_data</a>(<span class="summary-sig-arg">self</span>,
        <span class="summary-sig-arg">attribute</span>)</span><br />
      calculates the average for a given attribute for all intervals</td>
          <td align="right" valign="top">
            <span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator._calc_average_from_data">source&nbsp;code</a></span>
            
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      <span class="summary-type">&nbsp;</span>
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          <td><span class="summary-sig"><a href="src.processing.reliability_indicator.Reliability_indicator-class.html#_calc_percentile_from_data" class="summary-sig-name" onclick="show_private();">_calc_percentile_from_data</a>(<span class="summary-sig-arg">self</span>,
        <span class="summary-sig-arg">percentile</span>,
        <span class="summary-sig-arg">attribute</span>)</span><br />
      calculates the pth percentile of the values indicated by the given 
      attributefor each time interval</td>
          <td align="right" valign="top">
            <span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator._calc_percentile_from_data">source&nbsp;code</a></span>
            
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    <td width="15%" align="right" valign="top" class="summary">
      <span class="summary-type">&nbsp;</span>
    </td><td class="summary">
      <table width="100%" cellpadding="0" cellspacing="0" border="0">
        <tr>
          <td><span class="summary-sig"><a href="src.processing.reliability_indicator.Reliability_indicator-class.html#_create_attribute_list" class="summary-sig-name" onclick="show_private();">_create_attribute_list</a>(<span class="summary-sig-arg">self</span>,
        <span class="summary-sig-arg">attribute</span>=<span class="summary-sig-default">&quot;speed&quot;</span>)</span><br />
      returns a list which contains only the values of the given attribute 
      of the data</td>
          <td align="right" valign="top">
            <span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator._create_attribute_list">source&nbsp;code</a></span>
            
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    <td width="15%" align="right" valign="top" class="summary">
      <span class="summary-type">float or None (if there was an error)</span>
    </td><td class="summary">
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          <td><span class="summary-sig"><a href="src.processing.reliability_indicator.Reliability_indicator-class.html#_calc_average" class="summary-sig-name" onclick="show_private();">_calc_average</a>(<span class="summary-sig-arg">self</span>,
        <span class="summary-sig-arg">values</span>)</span><br />
      calculates the mean of the given numeric values.</td>
          <td align="right" valign="top">
            <span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator._calc_average">source&nbsp;code</a></span>
            
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      <span class="summary-type">&nbsp;</span>
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          <td><span class="summary-sig"><a href="src.processing.reliability_indicator.Reliability_indicator-class.html#_calc_percentile" class="summary-sig-name" onclick="show_private();">_calc_percentile</a>(<span class="summary-sig-arg">self</span>,
        <span class="summary-sig-arg">data</span>,
        <span class="summary-sig-arg">P</span>)</span><br />
      calculates the Pth percentile of the given data.</td>
          <td align="right" valign="top">
            <span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator._calc_percentile">source&nbsp;code</a></span>
            
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<!-- ==================== CLASS VARIABLES ==================== -->
<a name="section-ClassVariables"></a>
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      <span class="summary-type">&nbsp;</span>
    </td><td class="summary">
        <a href="src.processing.reliability_indicator.Reliability_indicator-class.html#timeseries" class="summary-name">timeseries</a> = <code title="property(get_timeseries, set_timeseries, del_timeseries, &quot;timeseries's\
 docstring&quot;)">property(get_timeseries, set_timeseries, del_time<code class="variable-ellipsis">...</code></code>
    </td>
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<!-- ==================== METHOD DETAILS ==================== -->
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         class="privatelink" onclick="toggle_private();"
         >hide private</a>]</span></td>
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<a name="__init__"></a>
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<tr><td>
  <table width="100%" cellpadding="0" cellspacing="0" border="0">
  <tr valign="top"><td>
  <h3 class="epydoc"><span class="sig"><span class="sig-name">__init__</span>(<span class="sig-arg">self</span>,
        <span class="sig-arg">data</span>,
        <span class="sig-arg">timeseries</span>=<span class="sig-default">None</span>)</span>
    <br /><em class="fname">(Constructor)</em>
  </h3>
  </td><td align="right" valign="top"
    ><span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator.__init__">source&nbsp;code</a></span>&nbsp;
    </td>
  </tr></table>
  
  
  <dl class="fields">
    <dt>Parameters:</dt>
    <dd><ul class="nomargin-top">
        <li><strong class="pname"><code>data</code></strong> - record-list-object containing sorted data for one link</li>
        <li><strong class="pname"><code>timeseries</code></strong> - record-list-object with timeseries (in order to get the standard 
          deviation for each time interval)</li>
    </ul></dd>
  </dl>
</td></tr></table>
</div>
<a name="_calc_var_from_data"></a>
<div class="private">
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       cellspacing="0" width="100%" bgcolor="white">
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  <table width="100%" cellpadding="0" cellspacing="0" border="0">
  <tr valign="top"><td>
  <h3 class="epydoc"><span class="sig"><span class="sig-name">_calc_var_from_data</span>(<span class="sig-arg">self</span>,
        <span class="sig-arg">attribute</span>)</span>
  </h3>
  </td><td align="right" valign="top"
    ><span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator._calc_var_from_data">source&nbsp;code</a></span>&nbsp;
    </td>
  </tr></table>
  
  <p>calculates the variance for the given attribute</p>
  <dl class="fields">
    <dt>Parameters:</dt>
    <dd><ul class="nomargin-top">
        <li><strong class="pname"><code>attribute</code></strong> - attribute for the calculation (e.g. speed or traveltime)</li>
    </ul></dd>
    <dt>Returns:</dt>
        <dd>list of variances (for every time interval)</dd>
  </dl>
</td></tr></table>
</div>
<a name="_calc_var"></a>
<div class="private">
<table class="details" border="1" cellpadding="3"
       cellspacing="0" width="100%" bgcolor="white">
<tr><td>
  <table width="100%" cellpadding="0" cellspacing="0" border="0">
  <tr valign="top"><td>
  <h3 class="epydoc"><span class="sig"><span class="sig-name">_calc_var</span>(<span class="sig-arg">self</span>,
        <span class="sig-arg">values</span>)</span>
  </h3>
  </td><td align="right" valign="top"
    ><span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator._calc_var">source&nbsp;code</a></span>&nbsp;
    </td>
  </tr></table>
  
  <p>calculates the variance for a given list of numeric values</p>
  <dl class="fields">
    <dt>Returns:</dt>
        <dd>variance or None (if the calculation is not possible)</dd>
  </dl>
</td></tr></table>
</div>
<a name="_calc_average_from_data"></a>
<div class="private">
<table class="details" border="1" cellpadding="3"
       cellspacing="0" width="100%" bgcolor="white">
<tr><td>
  <table width="100%" cellpadding="0" cellspacing="0" border="0">
  <tr valign="top"><td>
  <h3 class="epydoc"><span class="sig"><span class="sig-name">_calc_average_from_data</span>(<span class="sig-arg">self</span>,
        <span class="sig-arg">attribute</span>)</span>
  </h3>
  </td><td align="right" valign="top"
    ><span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator._calc_average_from_data">source&nbsp;code</a></span>&nbsp;
    </td>
  </tr></table>
  
  <p>calculates the average for a given attribute for all intervals</p>
  <dl class="fields">
    <dt>Parameters:</dt>
    <dd><ul class="nomargin-top">
        <li><strong class="pname"><code>attribute</code></strong> - attribute of agg_record (e.g. speed, traveltime) as string</li>
    </ul></dd>
  </dl>
</td></tr></table>
</div>
<a name="_calc_percentile_from_data"></a>
<div class="private">
<table class="details" border="1" cellpadding="3"
       cellspacing="0" width="100%" bgcolor="white">
<tr><td>
  <table width="100%" cellpadding="0" cellspacing="0" border="0">
  <tr valign="top"><td>
  <h3 class="epydoc"><span class="sig"><span class="sig-name">_calc_percentile_from_data</span>(<span class="sig-arg">self</span>,
        <span class="sig-arg">percentile</span>,
        <span class="sig-arg">attribute</span>)</span>
  </h3>
  </td><td align="right" valign="top"
    ><span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator._calc_percentile_from_data">source&nbsp;code</a></span>&nbsp;
    </td>
  </tr></table>
  
  <p>calculates the pth percentile of the values indicated by the given 
  attributefor each time interval</p>
  <dl class="fields">
    <dt>Parameters:</dt>
    <dd><ul class="nomargin-top">
        <li><strong class="pname"><code>percentile</code></strong> - percentile (e.g. 95 for the 95th speed percentile)</li>
        <li><strong class="pname"><code>attribute</code></strong> - attribute (e.g. speed, traveltime)</li>
    </ul></dd>
    <dt>Returns:</dt>
        <dd>list with percentils for each time interval</dd>
  </dl>
</td></tr></table>
</div>
<a name="_create_attribute_list"></a>
<div class="private">
<table class="details" border="1" cellpadding="3"
       cellspacing="0" width="100%" bgcolor="white">
<tr><td>
  <table width="100%" cellpadding="0" cellspacing="0" border="0">
  <tr valign="top"><td>
  <h3 class="epydoc"><span class="sig"><span class="sig-name">_create_attribute_list</span>(<span class="sig-arg">self</span>,
        <span class="sig-arg">attribute</span>=<span class="sig-default">&quot;speed&quot;</span>)</span>
  </h3>
  </td><td align="right" valign="top"
    ><span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator._create_attribute_list">source&nbsp;code</a></span>&nbsp;
    </td>
  </tr></table>
  
  <p>returns a list which contains only the values of the given attribute 
  of the data</p>
  <p>That means the method builds a new list which a list-item for each 
  time interval. This list contains only values of the given values 
  (list&lt;list&lt;attribute-type&gt;&gt;).</p>
  <dl class="fields">
    <dt>Returns:</dt>
        <dd>the attribute-value list</dd>
  </dl>
</td></tr></table>
</div>
<a name="_calc_average"></a>
<div class="private">
<table class="details" border="1" cellpadding="3"
       cellspacing="0" width="100%" bgcolor="white">
<tr><td>
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  <h3 class="epydoc"><span class="sig"><span class="sig-name">_calc_average</span>(<span class="sig-arg">self</span>,
        <span class="sig-arg">values</span>)</span>
  </h3>
  </td><td align="right" valign="top"
    ><span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator._calc_average">source&nbsp;code</a></span>&nbsp;
    </td>
  </tr></table>
  
  <p>calculates the mean of the given numeric values.</p>
  <p>Consequently the sum of all values is calculated and afterwards 
  divided by the number of given values in the list. If this is not 
  possible (e.g. the list is empty, which means there is a division by 0) 
  the value is set to None.</p>
  <dl class="fields">
    <dt>Parameters:</dt>
    <dd><ul class="nomargin-top">
        <li><strong class="pname"><code>values</code></strong> (int[] or float[] (or any other list of numeric values)) - List of numeric Values</li>
    </ul></dd>
    <dt>Returns: float or None (if there was an error)</dt>
        <dd>mean of these values</dd>
  </dl>
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<a name="_calc_percentile"></a>
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  <table width="100%" cellpadding="0" cellspacing="0" border="0">
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  <h3 class="epydoc"><span class="sig"><span class="sig-name">_calc_percentile</span>(<span class="sig-arg">self</span>,
        <span class="sig-arg">data</span>,
        <span class="sig-arg">P</span>)</span>
  </h3>
  </td><td align="right" valign="top"
    ><span class="codelink"><a href="src.processing.reliability_indicator-pysrc.html#Reliability_indicator._calc_percentile">source&nbsp;code</a></span>&nbsp;
    </td>
  </tr></table>
  
  <p>calculates the Pth percentile of the given data.</p>
  <dl class="fields">
    <dt>Parameters:</dt>
    <dd><ul class="nomargin-top">
        <li><strong class="pname"><code>P</code></strong> - percentile</li>
        <li><strong class="pname"><code>data</code></strong> - list of values</li>
    </ul></dd>
  </dl>
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<a name="timeseries"></a>
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  <h3 class="epydoc">timeseries</h3>
  
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  </dl>
  <dl class="fields">
    <dt>Value:</dt>
      <dd><table><tr><td><pre class="variable">
property(get_timeseries, set_timeseries, del_timeseries, &quot;timeseries's<span class="variable-linewrap"><img src="crarr.png" alt="\" /></span>
 docstring&quot;)
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